Paraxis Investment Data Solutions

What we do · Cost optimization

Right-size the market data budget
without losing capability.

Market data is a Top 4 firm-wide expense at most institutional firms (behind Real Estate, People, and IT) and the least disciplined of the four. Vendor price increases run in the mid-single digits year after year while usage flatlines. Paraxis turns the line back on itself.

The cost crisis

Why this keeps happening.

  • Complexity by design

    Vendors structure their commercial models around hundreds of SKUs, usage-based pricing, and enterprise-wide agreements that make it difficult to read true cost. The complexity is not accidental.

  • No internal market data team

    Most firms do not have dedicated market data leadership. The responsibility lands on IT, operations, or trading, none of whom hold the specialized knowledge needed to challenge a vendor effectively.

  • Fear of disruption

    The perception that any change will break trading or investment workflow paralyzes decisions. Vendors price into that perception. Most of the change we run never touches a single user-facing screen.

  • The AI dimension

    Model outputs, agent workflows, and machine-consumer applications open licensing categories most existing contracts do not cover. Vendors are pricing into that gap and auditing against it. Optimization now includes reading the contract for what it says about AI, not just seats and terminals.

The methodology

Four steps. In this order.

  • 01

    Forensic cost analysis

    We read every active invoice, contract, and entitlement file line by line. Usage analysis at the user, application, and asset-class level. Each finding becomes a line item with a dollar figure attached.

    • Invoice reconciliation across every vendor
    • Contract-term analysis surfacing unfavorable clauses
    • Usage analysis identifying unused entitlements
    • Benchmark inventory and usage verification across S&P, MSCI, FTSE Russell, Bloomberg, and ICE
    • Rate benchmarking against terms we know the vendors will accept
  • 02

    Optimization strategy

    The analysis produces a prioritized roadmap, not a memo. Quick wins are separated from the medium-and-long-term path. Each step has an owner, a timeline, and an expected return.

    • Quick wins: immediate savings from retiring unused services
    • Renewal targets: specific commercial terms and pricing positions
    • Service consolidation across overlapping vendors
    • Retirement of unlicensed or unused index families ahead of the next renewal
    • Alternative-data evaluation where the current spend cannot be defended
  • 03

    Vendor negotiation

    We run the negotiation on the client’s behalf. We hold the vendor relationships, we know the cost structure, and we know which terms move in writing and which never will.

    • Direct negotiation with vendor sales and licensing teams
    • Knowledge of vendor margin profile and discount authority
    • Multi-vendor tension where the contract permits it
    • Audit terms, redistribution rights, and assignment clauses read together
  • 04

    Implementation and monitoring

    Savings only count if they survive the next twelve months. We hand back a maintained inventory, an audit-defense file, and a procurement calendar that runs itself.

    • Change management and user communication
    • Invoice monitoring to verify the savings actually arrive
    • Quarterly cost review to prevent spend creep
    • Documented controls so the next staff turnover does not unwind the work

Typical results

What the work produces.

  • 15–30%

    Typical program range

    Cost savings and avoidance across optimization engagements led by the Paraxis practitioners: contracts right-sized on actual usage, dormant identifiers retired, overlapping feeds consolidated. Specific client outcomes are shared under NDA.

  • Early

    Cost savings identified

    Structural savings surfaced in the first phase of the engagement, before any commercial commitment is made.

  • No break

    To mission-critical access

    Trading and investment workflow continue. Optimization happens behind the operating model, not in front of it.

  • Standing

    Governance

    We hand back the controls and the calendar. The work survives the next staff turnover.

Who we work with

Sized for the work, not the brochure.

  • Asset managers

    Long-only, multi-strategy, and ETF providers compressing the economics of market data as fees compress. We hold data quality while bringing cost in line with the revenue line.

  • Hedge funds and private equity

    Alternative managers facing LP scrutiny on operating cost. We deliver defensible optimization without compromising the data inputs the investment process depends on.

  • Investment banks and broker-dealers

    Sell-side firms managing regulatory cost allocation and pressure on non-revenue-generating expense. We optimize while holding the regulatory compliance posture intact.

Further reading

Questions we get asked

Six questions, answered before the scoping call.

  • How much can market data costs realistically be reduced?

    Across engagements led by the Paraxis practitioners, the portfolio outcome has typically landed in the 15–30% range through cost savings and cost avoidance combined. The figure depends on how long the environment has gone without a usage-level review. Specific client outcomes are shared under NDA.

  • Will optimization disrupt trading or research workflows?

    Most of the change never touches a user-facing screen. Licenses are re-sized to actual consumption, redundant feeds are consolidated, and contracts are renegotiated behind the operating model. Trading and investment workflow continue throughout.

  • Where do the savings actually come from?

    Licenses sized to what users consume rather than what was provisioned. Redundant feeds and overlapping vendors consolidated. Dormant identifiers and unused index families retired ahead of renewal. Contracts negotiated against benchmarked rates and total cost of ownership rather than vendor list price.

  • What is the difference between cost savings and cost avoidance?

    Savings reduce the current run rate: a smaller invoice next year than this year. Avoidance is defended budget against a vendor cost curve that only moves up, such as a capped uplift at renewal or a displaced price increase. Both are dollarized and chargeable in the CFO view; the audit-defense file and procurement calendar keep them from unwinding.

  • How long does a cost-optimization engagement take?

    The Speedway Assessment™ baselines the environment on a fixed timetable. Quick wins from retiring unused services land in the first phase, before any commercial commitment. Negotiated savings follow the renewal calendar, and a quarterly cost review keeps spend from creeping back.

  • Do we need an internal market data team for this to work?

    Most firms do not have one; the responsibility usually lands on IT, operations, or trading. Paraxis runs the analysis and negotiation, then hands back a maintained inventory, an audit-defense file, a procurement calendar, and documented controls that survive the next staff turnover.