Budget planning
Forecasts & allocation models
Public Sector
Work through case backlogs and issue determinations with every policy cited
Case 88-2241 · determination
Is the determination ready to issue?
Five of six criteria verified, each cited to the policy section. Residency proof is outside the 90-day window under §404.2(b), so the draft holds pending the updated document. The request letter is queued for your approval.
case-88-2241-determination.mdResize to read
Context agents process records requests, casework, and citizen services on mission data that stays under your authority, including fully air-gapped.
case 88-2241
5 of 6 criteria met
policy check
each cited to section
determination
drafted, 1 doc pending
Built for the enterprise
Data authority, auditability, accountable cost, and time to value, addressed before an agent touches mission data or citizen records.
Data stays in your authority
Mission and citizen data stay inside your enclave, including fully air-gapped, and never transit a commercial cloud you do not control.
Auditable for the record
Every determination traces to its source and the run that produced it, ready for oversight, FOIA, and the official record.
Accountable cost
Routine steps run on cheaper models, and the most capable ones are saved for genuinely novel work, so cost per case is predictable and defensible to appropriators.
Fast time to production
Bring a workflow your program runs today and have it live in production within a week, not after a multi-year integration.
Use cases
Across programs, records, and citizen services.
Records and FOIA
Search, classify, and redact records, assemble responsive sets, and keep an auditable trail for every release decision.
Case processing
Intake, verify, and adjudicate cases against program rules, with exceptions routed to a human for decision.
Citizen services
Draft accurate, plain-language responses grounded in policy and the constituent's record, with a reviewer in the loop.
Program analysis
Measure program performance, surface where outcomes lag, and produce briefings for leadership and oversight.
Compliance and oversight
Map obligations to controls and keep evidence ready for audit, the IG, and reporting requirements.
Mission and field analysis
Fuse reports and structured data into a current picture, with every conclusion traced to its source.
Cited to policy
Every decision cites policy
Each criterion cites the policy section behind it, and anything unverified is flagged for a reviewer.
- Each criterion links to the policy section it was checked against.
- Unverified items are flagged, not quietly assumed.
- The determination is a trace, ready for appeal or audit review.
case 88-2241
determination.md
Eligibility Determination
Finding
Applicant meets five of six criteria under policy §4.2. Determination is pending proof of residency §4.6.
Verified
•Income within threshold §4.3.
•Household size confirmed §4.4.
eligibility-check.xlsx
Criterion
Source
Status
1
2
3
4
5
Each criterion cited to the policy section it was checked against
Faster, cheaper, better
Self-improving models, agents, and skills deliver better outcomes at scale.
Task completion on your team's rubric
Context94%
Claude Cowork62%
OpenAI Codex57%
Devin49%
From internal benchmarks on specialized enterprise workflows.
40
×
Faster turnaround
28
×
Lower cost per case
Custom models trained on your work
Your team's accepted outputs become training data for models you own and serve, and they beat general-purpose agents on your specific tasks.
Evals gate every change
Rubrics and golden sets validate every runbook, model, and context change against past work before it ships. Regressions are caught automatically.
Step-level model routing
Each step routes to the cheapest model that clears your rubric. Frontier models handle only the genuinely novel, so cost falls without losing quality.
One platform, four products
Workspace, Engine, Unify, and Evals cover records, casework, and citizen services end to end, on infrastructure you control. The platform learns your program rules, records schedule, and policy, and applies them to every run.
How it improves over time
Each accepted run makes the next one better. Staff corrections become the standard the next run is held to.
Every case makes the next determination faster, and the data never leaves your authority.
Connect your systems
Case systems, records, and document stores connect once under your existing permissions, inside your enclave.
Agents do the work
Program, records, and service runbooks execute inside your authority, each step traced and attributable.
Staff correct
Reviewers accept or correct outputs in the flow of work, and corrections are captured as standards for the record.
The work gets cheaper
Routine work moves to cheaper models that still meet your policy, and models trained on your approved work outperform general ones on the mission.
Prebuilt agents for your team
Turnkey agents for Public Sector, integrated with your systems and deployed in days. Each one runs inside your perimeter under your identity and permissions.
Works with your systems
Context connects to the tools this work already lives in, and every connector call inherits the caller's permissions. These are the systems the agents above plug into.
Deployment options
Public-sector teams run Context on infrastructure they control, including fully air-gapped and on the on-prem appliance. Mission data is never routed through a commercial cloud.
Air-gapped or on-prem appliance
Run fully disconnected with zero egress, or on the on-prem appliance inside your facility. The same platform, no external dependency.
Data stays in your authority
Outputs train models you own and serve. What the system learns about your agency stays inside your enclave and never leaves it.
Agents get only the user's access
Agents sign in through your directory and get the same access as the cleared staffer using them, and nothing more.
Every action is logged
Every run is a trace and every action is logged and attributable, ready for oversight and the official record.
Talk to us.
Bring a records backlog, a case type, or a program question. We will show you what Context does with it on infrastructure you control.