Legacy Systems Slowing You Down
Aging monoliths and brittle integrations make every change slow and risky.
- AI First Engineering
- ServicesAI Systems & AgentsLLM orchestration, RAG & autonomous agentsGenerative AI & LLM SolutionsCustom LLM apps, copilots & content enginesEnterprise Software EngineeringWeb & mobile platforms engineered for scaleCloud & DevOpsCloud infrastructure, CI/CD & automationAI Product Strategy & ConsultingAI strategy, roadmaps & MVP validationAI Talent SolutionsDedicated AI engineers & embedded teams
- ProductsUrl InkCreate Branded Links, Manage Campaigns, and Track Performance WithCodortalAI-Powered Dental Platform forVirtual City SchoolVirtual Learning Management Platform for
- IndustriesHealthcare & HealthTechAI applications, patient engagement, and healthcare SaaS platforms.FinTech & Financial ServicesSecure software, AI analysis, and compliance-focused automation.E-Commerce & RetailAI recommendations, intelligent search, and inventory automation.Marketing & Advertising TechCampaign intelligence, creative automation, and analytics.EdTech & Learning PlatformsAdaptive learning, assessment AI, and content generation.Business Consulting & Enterprise OperationsInternal tooling, workflow automation, and enterprise AI.
- WorkCase StudiesReal systems we've shipped and the outcomes they moved.TestimonialsWhat founders and teams say about working with us.
- InsightsBlogsGuides, playbooks, and essays on building AI in production.Press ReleasesCompany announcements, milestones, and media coverage.
- AboutAbout UsWho we are and what drives our AI-first studio.How We WorkOur delivery process, from discovery to production.CareersJoin the team building AI systems that ship.EventsTalks, webinars, and meetups we're part of.
ENTERPRISE & DIGITAL TRANSFORMATION
Modernize and Adopt AI at Enterprise Scale
Grayphite partners with large organizations to modernize legacy systems and roll out AI across the business with the governance, security, and controls enterprise leaders expect. We turn fragmented digital initiatives into a coordinated transformation that delivers measurable outcomes.
Enterprise Challenges
Enterprise Challenges We Solve
The obstacles that stall large-scale modernization and AI adoption, and how we clear them.
Stalled AI Pilots
Promising proofs of concept never reach production or organization-wide scale.
Governance and Compliance Gaps
AI and new systems must satisfy strict security, privacy, and regulatory requirements.
Fragmented Data and Tooling
Siloed data across departments blocks a unified view and reliable AI outputs.
Identity and Access Complexity
Enterprise SSO, RBAC, and audit needs are hard to retrofit onto existing apps.
Slow, Risk-Averse Delivery
Long release cycles and change resistance delay value and frustrate stakeholders.
Our Services
Engineering Services Built for Enterprise Transformation
Modernization, enterprise AI, and governed delivery — run at the pace and standards a large organization requires.
01 / AI Service
Legacy Modernization
We refactor and re-platform legacy applications into modular, cloud-ready services. Modernization is sequenced to keep production stable while reducing technical debt with every release.
- Legacy assessment
- Incremental migration
- Integration layers
- Decommissioning plan
02 / AI Service
Enterprise AI Platforms
Governed AI systems and agents that plug into your data and workflows. We build the guardrails, evaluation, and monitoring needed to run AI safely in production.
- AI use-case scoping
- Platform architecture
- Evaluation & guardrails
- Rollout & enablement
03 / AI Service
Generative AI and LLM Integration
Secure copilots, search, and document automation built on your private data. Outputs are grounded, access-controlled, and auditable for enterprise use.
- Data platform design
- Pipelines & governance
- Reporting & analytics
- Access controls
04 / AI Service
Cloud and DevOps Foundations
Scalable cloud architecture, CI/CD, and infrastructure as code. We deliver the observability and automation that make frequent, safe releases routine.
- Cloud landing zones
- CI/CD & IaC
- Security baselines
- Compliance evidence
Enterprise AI Solutions
AI That Clears Enterprise Governance
Grayphite builds AI and platform capability that satisfies security, compliance, and audit while still reaching production.
Enterprise AI Platforms
Shared AI foundations business units can build on.
Agentic Process Automation
Automate multi-step processes across existing systems.
Knowledge & Document AI
Retrieval over policies, contracts, and internal records.
Legacy Modernization
Replace ageing systems without disrupting operations.
Governance & Observability
Controls, monitoring, and audit trails from day one.
Ways to Work With Us
Flexible Engagement Options for Enterprises
Programmes start where the risk is highest — a stalled pilot, an ageing platform, or a governance gap — and expand from there.
Modernize a Core System
Retire legacy without downtime
We migrate critical systems in governed, incremental phases with rollback at every step.
Best forOrganizations blocked by legacy platforms.
Extend Your Delivery Teams
Capacity inside your governance model
Our engineers work within your standards, security controls, and delivery process.
Best forEnterprises needing vetted engineering capacity.
Move a Pilot to Production
Get AI out of the sandbox
We take stalled pilots through security, compliance, and rollout into live use.
Best forTeams with AI pilots that never scaled.
Build an AI Platform
One foundation, many use cases
Shared AI infrastructure with guardrails, evaluation, and cost controls built in.
Best forEnterprises scaling AI beyond one team.
Featured Work
Enterprise Programmes We've Helped Deliver
Modernization, automation, and AI platform work delivered inside enterprise security, compliance, and governance requirements.
AI Business Intelligence
60%
less time on manual reportingABBI AI is an AI-powered business intelligence platform that helps organizations automate insights and decision-making across teams.
ABBI AI
AI Marketing Analytics
3×
faster ad performance analysisAds Grader turns complex advertising data into faster insights, helping businesses analyze and optimize campaign performance.
Ads Grader
Workflow & Decision Support
45%
improved operational efficiencyPolaris AI is a workflow and decision-support platform built to streamline operations and improve day-to-day efficiency.
Polaris AI FAQs
AI & Modernization for Enterprises
How do you modernize legacy systems without disrupting our operations?+
We sequence modernization into controlled increments, often using a strangler approach that gradually replaces legacy components while production keeps running. Each release is tested, monitored, and reversible to protect business continuity.
How do you ensure AI adoption meets our governance and compliance requirements?+
Governance is designed in from the start. We build access controls, audit logging, data privacy safeguards, and usage guardrails into every system, and align delivery with your existing risk and compliance frameworks.
Can you integrate with our existing enterprise systems?+
Yes. We integrate with ERP, CRM, identity providers, data warehouses, and internal APIs, connecting new capabilities to the systems your organization already relies on.
How do you handle identity, SSO, and access control?+
We implement enterprise SSO via SAML or OIDC, role-based access control, and full audit logging. These controls are embedded in every application rather than retrofitted later.
Why do enterprise AI pilots fail to scale, and how do you prevent that?+
Pilots often stall due to missing governance, integration, and adoption planning. We address all three from day one with production-grade architecture, change management, and clear success metrics so AI moves from proof of concept to organization-wide use.
How do you keep our data secure and private when using AI?+
We ground AI on your private data within controlled environments, enforce access policies at the data layer, and avoid exposing sensitive information to unauthorized users or external services. All access is logged and auditable.
Do you work alongside our internal teams?+
Yes. We embed with your architecture, security, platform, and product teams, transfer knowledge throughout the engagement, and document everything so your teams can own and extend what we build.
How do you measure the success of a transformation engagement?+
We define KPIs during the strategy phase, covering outcomes like reduced technical debt, faster release cycles, adoption rates, and business impact, then track them through delivery and review them regularly.
How long does a typical enterprise engagement take?+
Timelines depend on scope, but we deliver value in phases. Foundational work and initial releases typically ship within the first few months, with modernization and AI adoption expanding from there.
What cloud platforms and technologies do you support?+
We work across AWS, Azure, and GCP, with Kubernetes, infrastructure as code, and modern CI/CD. Our AI stack spans leading LLMs, RAG pipelines, agent frameworks, and robust evaluation and monitoring.
Free consultation · 30 min
Planning a transformation? Let's talk.
San Jose · HQ
123 E San Carlos St, CA 95112
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London
71-75 Shelton St, Covent Garden
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Toronto
1 Yonge St, Ontario M5E 1W7
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