Flexilytics Book the 2-Week Audit
CONTEXT ENGINEERING FOR ENTERPRISE AI

Intelligence. Grounded.

Enterprise AI that understands your business — not just your data. Explainable, auditable, safe to act on.

Data science, analytics, and AI automation — grounded in governance.

108+Years combined
leadership
150+Team across
group companies
2wkGrounded plan
yours to keep
FLEXICONTEXT™ · LIVE TRACE
00:00:00 UTC
QUERY // business user#4721
>
CONTEXT // resolving0 / 3 bound
Structuredbound
finance.cac_monthly (Q1–Q4)
→ Fabric · 14 tables
Unstructuredbound
board_deck_q4.pptx § 12
→ SharePoint · 28 docs
Policybound
pii_masking.policy
→ DPDP · PII filtered
GROUNDED RESPONSE // streaming◦ gen
EVAL // before publishall gates passing
Grounded
0.94/1
Citations
4/4
PII leak
0%
Latency
1.8s
§ 01WHAT WE DO

AI that actually understands your company and earns the right to act.

Most enterprise AI fails on the same day it ships. The model is fine. It just has no idea what your business means by "customer," "region," or "risk." We engineer that missing context — and wire in the governance to make it safe.

What we actually do

We engineer the context layer between your business and any AI model.

Call it FlexiContext™. It's the retrieval, governance, and evaluation loop that turns a generic LLM into a system that knows your SKUs, your policies, your escalation rules, and your board's definition of "truth."

We deploy it inside your perimeter. Your licenses, your keys, your data. We bring the engineering; you keep everything that matters.

How your problem gets solved

Strategy · Build · Run in four moves.

→ 01
We name the use case that matters.Two weeks. Fixed scope. One problem where grounded AI moves the P&L.
→ 02
We engineer the context.Sources wired. Policies encoded. Eval gates set. Nothing reaches production without citations.
→ 03
We ship inside your perimeter.Your cloud. Your keys. Your LLM if you have one — ours if you don't. Zero egress.
→ 04
We leave the team stronger.Forward-deployed engineers embed with yours. When we're gone, your people run it.
§ 02FLEXICONTEXT™ · ENGINE

The missing layer between your enterprise and any model.

Retrieval + governance + evaluation in one loop. Every answer traceable to a source. Every source scoped by policy. Every deployment metered by outcome.

Strategy · Build · Run

TOPOLOGY · LIVE
SOURCESINGEST
lakehouse.structured14 tbl
docs.unstructured28 obj
policies.governance6 rules
domain.sme_knowledgesme
logs.telemetrystream
FlexiContext
Retrieval + governance + eval — one loop. Every answer traceable. Every source scoped. Every deployment metered.
Deployment
your cloud
LLM
byo · on-prem
Keys
customer-owned
Egress
0 bytes
SURFACESRESPOND
copilot.agentslive
genie.analystlive
app.salespilot
dash.execlive
api.internalbeta
§ 03PRACTICE · FIVE PILLARS

Full-service. One operating model.

Every engagement draws from these five. We weight them to the outcome — not to a Gantt chart.

◇ 01
Data
Foundations your AI can stand on — architecture, quality, lineage, governance.
FabricDatabricksAlation
◇ 02
AI & Cognitive
Agents, LLM apps, decision systems — grounded in your data, evaluated on your outcomes.
LangChainCopilotAzure AI
◇ 03
Experience Design
Interfaces that earn trust — an AI answer is only as good as the way a human reads it.
UX researchproduct
◇ 04
Consulting
Operator-level strategy. CAIOs and CDOs working beside yours — not slideware from afar.
strategygovernance
◇ 05
Technology Solutions
Forward-deployed engineering. We build inside your perimeter and leave the team stronger.
FDEembeddedSRE
§ 04PLATFORMS · WE BUILD ON

Built on the infrastructure you already have.

No vendor lock-in. We deepen the tools your team already runs — across Data, AI, and Governance.

◎ STACK · INTEGRATIONS 10 / 10 OPERATIONAL
DATA · AI
Microsoft Fabric
Lakehouse, Copilot, OneLake
LAKEHOUSE
Databricks
Genie, Unity Catalog, MLflow
AGENTS
Azure AI Foundry
Copilot Studio, AI Search
ORCHESTRATION
LangChain · n8n
Agents, chains, workflows
GOVERNANCE
Alation
Data catalog, lineage
GOVERNANCE
Informatica IDMC
MDM, data quality, CDQ
INTEGRATION
IBM DataStage
ETL, data integration
GOVERNANCE
Talend Data Fabric
Quality, integration, stewardship
GOVERNANCE
Collibra
Policy, catalog, privacy
PERIMETER LLM
Ollama · on-prem
Local LLM deployment
§ 05START HERE

Two weeks.
One grounded plan.

A fixed-scope Context & Governance Readiness Audit. Dated, named, budgeted. Walk away with the first use case we'd build together — whether or not you hire us.

AUDIT · TIMELINE14 DAYS
DAY 01–02Data, tools, governance posture mapped
DAY 03–06Use-case shortlist + value sizing
DAY 07–10Context gap analysis + risk model
DAY 11–14Grounded plan handed over — yours to keep

Tweaks

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